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This online course explores the mathematical field called Combinatorics and Probability Theory. It is designed for participants who work or plan to work in IT. Some basic math...

This online course gives an introduction to Graph Theory. It is designed for participants who work or plan to work in IT. Some basic math and Python programming skills are...

This online course program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...

This series of online courses (MOOCs) teaches Data Science using the Python programming language.The courses explore how to apply statistical, machine learning, information...

This two-part course is designed to be a fun introduction to the basics of programming in Python. The main focus will be on building simple interactive games such as Pong,...

This online course explores the pillars of computational thinking, how computer scientists develop and analyze algorithms, and how solutions can be realized on a computer using...

This MOOC gives an introduction to Python and includes data analysis techniques.

This course covers the concepts and tools to understand, analyze, and interpret data from next generation sequencing experiments. It teaches the most common tools used in...

In this course, students will go beyond basic data analysis tools to develop multiple linear regression and logistic regression models to address their research question more...

This online course teaches how to write high-quality code that runs correctly and efficiently.  Students will design, code and validate programs and learn how to compare...

In this course students will learn about audio signal processing methodologies that are specific for music and of use in real applications. They will learn to analyse,...

This course will introduce the learner to text mining and text manipulation basics.

This online course program gives an introduction to the basics of the Python programming language and teaches how to implement solutions to real-world problems using Python syntax.

This online course series explores the fundamentals of data structures and algorithms with a focus on data science applications. It is designed for learners who are interested...

This online course program gives an introduction to database engineering. It teaches the key skills required to create, manage and manipulate databases, as well as...

This online course series gives an introduction to modern methods in Investment Management, with a particular emphasis on the use of data science and machine learning techniques...

This online course series explores the fundamental mathematics toolkit of machine learning and data science. It includes modules on linear algebra, calculus and...

This class provides an introduction to the Python programming language and the iPython notebook. This is the third course in the Genomic Big Data Science Specialization from...

This course will show how one can treat the Internet as a source of data. Students will scrape, parse, and read web data as well as access data using web APIs and will work with...

This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods.